It is often used to treat spinal stenosis, a disc bulge, a disc prolapse, spinal tumors and spinal injury. A discectomy operation is done to remove that part of disc which is causing nerve pain down the leg. A decompression removes bone or soft tissue compressing any portion of the spinal canal.